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sail-sg / poolformer

PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)
https://arxiv.org/abs/2111.11418
Apache License 2.0
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when will detection configs out? #3

Closed lucasjinreal closed 2 years ago

lucasjinreal commented 3 years ago

when will detection configs out?

yuweihao commented 3 years ago

Hi @jinfagang ,

Thank you for your attention. We will release it soon. We do not particularly tune the hyper-parameters for detection. You can just use common configs in the mmdetection package. The model code for detection is also in models/poolformer.py.

lucasjinreal commented 3 years ago

@yuweihao any timeline for this?

yuweihao commented 3 years ago

Hi @jinfagang ,

Thank you for your attention. I will release it in a week.

yuweihao commented 3 years ago

Hi @jinfagang ,

Sorry that I have other things to do these days. Give me one day to arrange the detection code and configs. I will release them tomorrow.

lucasjinreal commented 3 years ago

@yuweihao that's nice, take your time.

yuweihao commented 3 years ago

Hi @jinfagang ,

The detection configs are released here.

lucasjinreal commented 3 years ago

@yuweihao thank u. BTW, have u tested speed between poolformer-s series and pvtv2 series model? how's the speed in terms of their smallest one? For instance, poolformer-s12 and pvtv2-b0? I suppose poolformer should be much more faster than pvtv2 series.

yuweihao commented 2 years ago

Hi @jinfagang ,

I have not compared the speed between PoolFormer and PVT-v2. The "FLOPs" in PVT-v2 paper actually mean MACs. You can compare the MACs between Table 2 in the MetaFormer paper and Table 2 in the PVT-v2 paper, both of which show the MACs of the two models under the input of 224 * 224. This may roughly refelt their speed.

lucasjinreal commented 2 years ago

@yuweihao both flops and macs hardly gives users a very straight sense of speed. What's the inference speed of poolformer-retinanet on a normal GPU such as 3090 or v100?

yuweihao commented 2 years ago

Hi @jinfagang , currently I do not have GPU 3090 or V100 to use, could you please help test PoolFormer on these GPUs? Many Thanks.